Intuit compressed months of tax code implementation into hours — and built a workflow any regulated-industry team can adapt
When the One Big Beautiful Bill arrived as a 900-page unstructured document — with no standardized schema, no published IRS forms, and a hard shipping deadline — Intuit's TurboTax team had a question: could AI compress a months-long implementation into days without sacrificing accuracy?What they built to do it is less a tax story than a template, a workflow combining commercial AI tools, a proprietary domain-specific language and a custom unit test framework that any domain-constrained development team can learn from.Joy Shaw, director of tax at Intuit, has spent more than 30 years at the company and lived through both the Tax Cuts and Jobs Act and the OBBB. "There was a lot of noise in the law itself and we were able to pull out the tax implications, narrow it down to the in [...]
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Intuit learned to build AI agents for finance the hard way: Trust lost in buckets, earned back in spoonfuls
Building AI for financial software requires a different playbook than consumer AI, and Intuit's latest QuickBooks release provides an example.The company has announced Intuit Intelligence, a syst [...]
Intuit is betting its 40 years of small business data can outlast the SaaSpocalypse
Intuit has lost more than 40% of its market cap since the beginning of the year. It's not alone. Many established SaaS players have seen their stock prices fall in recent months, including Adobe [...]
How AI tax startup Blue J torched its entire business model for ChatGPT—and became a $300 million company
In the winter of 2022, as the tech world was becoming mesmerized by the sudden, explosive arrival of OpenAI’s ChatGPT, Benjamin Alarie faced a pivotal choice. His legal tech startup, Blue J, had a r [...]
Marble enters the race to bring AI to tax work, armed with $9 million and a free research tool
Marble, a startup building artificial intelligence agents for tax professionals, has raised $9 million in seed funding as the accounting industry grapples with a deepening labor shortage and mounting [...]
Hackers slipped a trojan into the code library behind most of the internet. Your team is probably affected
Attackers stole a long-lived npm access token belonging to the lead maintainer of axios, the most popular HTTP client library in JavaScript, and used it to publish two poisoned versions that install a [...]
Intuit is integrating its tax and accounting products with ChatGPT
The financial software company Intuit has signed a nine-figure deal with OpenAI which will allow customers to use its various services within ChatGPT. Intuit’s apps include Intuit Turbo Tax, Credit [...]
Anthropic rolls out Code Review for Claude Code as it sues over Pentagon blacklist and partners with Microsoft
Anthropic on Monday released Code Review, a multi-agent code review system built into Claude Code that dispatches teams of AI agents to scrutinize every pull request for bugs that human reviewers rout [...]
GitHub leads the enterprise, Claude leads the pack—Cursor’s speed can’t close
In the race to deploy generative AI for coding, the fastest tools are not winning enterprise deals. A new VentureBeat analysis, combining a comprehensive survey of 86 engineering teams with our own ha [...]